Régis Lebrun

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 4

Top Topics

Order Statistics

Probability Distribution

Bayesian Networks

Top Venues

Ann. Math. Artif. Intell.

SIAM/ASA J. Uncertain. Quantification

FLAIRS Conference

Publications

Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin
Constraint-based learning for non-parametric continuous bayesian networks. Ann. Math. Artif. Intell. 89 (10-11) (2021)
Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin
Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks. AAAI (2021)
Marvin Lasserre, Régis Lebrun, Pierre-Henri Wuillemin
Constaint-Based Learning for Non-Parametric Continuous Bayesian Networks. FLAIRS Conference (2020)
Erwan Grelier, Anthony Nouy, Régis Lebrun
Learning high-dimensional probability distributions using tree tensor networks. CoRR (2019)
Mathilde Chevreuil, Régis Lebrun, Anthony Nouy, Prashant Rai
A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions. SIAM/ASA J. Uncertain. Quantification 3 (1) (2015)
Régis Lebrun, Anne Dutfoy
Copulas for order statistics with prescribed margins. J. Multivar. Anal. 128 (2014)
Régis Lebrun
Efficient time/space algorithm to compute rectangular probabilities of multinomial, multivariate hypergeometric and multivariate Pólya distributions. Stat. Comput. 23 (5) (2013)